Inspired by Deeplab V3+ [1]}, PSPNet [2]}, and RCF[3]}, we notice that a good architecture for general images relies on an encoder pretrained on ImageNet[4]} and a decoder that takes as input multiple resolutions and associate them to build the output. Based on that we propose our new network search space that we denote Multi-scale decoder search network space.
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